diff options
Diffstat (limited to 'llmc/cmd/debug/debug.go')
| -rw-r--r-- | llmc/cmd/debug/debug.go | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/llmc/cmd/debug/debug.go b/llmc/cmd/debug/debug.go new file mode 100644 index 0000000..289e55f --- /dev/null +++ b/llmc/cmd/debug/debug.go @@ -0,0 +1,49 @@ +package main + +import ( + "fmt" + "log" + + "go.jknobloc.com/x/llmc" + "go.jknobloc.com/x/tokenizer/bpe" +) + +func main() { + var data llmc.DataFile[uint16] + var gold llmc.DataFile[uint16] + + _ = must(llmc.Deserialize("artifacts/data/llmc/tinyshakespeare/tiny_shakespeare_train.bin", &data)) + _ = must(llmc.Deserialize("artifacts/test/llmc/tinyshakespeare/tiny_shakespeare_train.bin", &gold)) + + t := must(bpe.NewTokenizerFromFiles("gpt2/models/base/vocab.json", "gpt2/models/base/merges.txt")) + + itoa := bpe.Itoa(t) + + fmt.Println(len(data.Tokens)) + fmt.Println(len(gold.Tokens)) + + if len(data.Tokens) != len(gold.Tokens) { + log.Fatal("length mismatch") + } + + for i, a := range data.Tokens { + b := gold.Tokens[i] + + if a != b { + fmt.Printf("token mismatch: %d %d at index %d\n", a, b, i) + + fmt.Println("data", itoa[int64(a)]) + fmt.Println("gold", itoa[int64(b)]) + + break + } + } +} + +func must[T any](v T, err error) T { + if err != nil { + log.Fatal(err) + } + + return v +} |
